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Book
Bijective point maps, point-stationarity and characterization of Palm measures
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Year: 2006 Publisher: [Place of publication not identified] : KIT Scientific Publishing,

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Abstract

In the theory of stationary spatial point processes, Palm distributions are used to describe the point process seen from one of its points. Such an intrinsic frame of reference is not only interesting for theoretical considerations, but also useful in related fields such as queuing theory and stochastic geometry.


Book
Stochastic geometry and its applications
Authors: --- --- ---
ISBN: 0471905194 3055000323 9780471905196 Year: 1987 Publisher: New York (N.Y.): Wiley

Factorization calculus and geometric probability
Author:
ISBN: 0521345359 9780521345354 Year: 1990 Volume: 33 Publisher: Cambridge Cambridge University press

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The classical subjects of geometric probability and integral geometry, and the more modern one of stochastic geometry, are developed here in a novel way to provide a framework in which they can be studied. The author focuses on factorization properties of measures and probabilities implied by the assumption of their invariance with respect to a group, in order to investigate nontrivial factors. The study of these properties is the central theme of the book. Basic facts about integral geometry and random point process theory are developed in a simple geometric way, so that the whole approach is suitable for a nonspecialist audience. Even in the later chapters, where the factorization principles are applied to geometrical processes, the only prerequisites are standard courses on probability and analysis. The main ideas presented have application to such areas as stereology and geometrical statistics and this book will be a useful reference book for university students studying probability theory and stochastic geometry, and research mathematicians interested in this area.


Book
Palm theory, mass transports and ergodic theory for group-stationary processes
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ISBN: 1000022561 3866446691 Year: 2011 Publisher: KIT Scientific Publishing

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This work is about random measures stationary with respect to a possibly non-transitive group action. It contains chapters on Palm Theory, the Mass-Transport Principle and Ergodic Theory for such random measures. The thesis ends with discussions of several new models in Stochastic Geometry (Cox Delauney mosaics, isometry stationary random partitions on Riemannian manifolds). These make crucial use of the previously developed techniques and objects.


Book
The method of densities for non-isotropic Boolean models
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ISBN: 1000045101 3731503298 Year: 2015 Publisher: KIT Scientific Publishing

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This book deals with the Boolean model, a basic model of stochastic geometry for the description of porous structures like the pore space in sand stone. The main result is a formula which gives in two and three dimensions a series representation of the most important model parameter, the intensity, using densities of so-called harmonic intrinsic volumes, which are new observable geometric quantities.


Book
Geometrie stochastischer Signale
Authors: ---
ISBN: 1283400235 9786613400239 3110253348 9783110253344 9783110253214 9781283400237 6613400238 Year: 2011 Publisher: Berlin New York De Gruyter

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Abstract

In all geosciences extensive data must be processed and visualized. To achieve this, well-founded basic knowledge of numerics and geometry is needed. For random objects and structures, basic knowledge of stochastic geometry is also required. This book provides an overview of the knowledge needed to work with real geodata.

Gauge theory on compact surfaces
Author:
ISSN: 00659266 ISBN: 0821804847 Year: 1997 Publisher: Providence (R.I.): American Mathematical Society

Markov point processes and their applications
Author:
ISBN: 1860949762 9781860949760 1860940714 9781860940712 Year: 2000 Publisher: London : Imperial College Press,

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Abstract

This text employs a stochastic approach to studying Markov object processes, showing that they form a flexible class of models for a range of problems involving the interpretation of spatial data. Applications can be found in many fields of study.

Stochastic geometry : lectures given at the C. I. M. E. summer school held in Martina Franca, Italy, September 13-18 2004
Authors: --- ---
ISBN: 9783540381747 3540381740 9786610700332 1280700335 3540381759 Year: 2007 Volume: 1892 Publisher: Berlin ; Heidelberg : Springer,

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Abstract

Stochastic Geometry is the mathematical discipline which studies mathematical models for random geometric structures, as they appear frequently in almost all natural sciences or technical fields. Although its roots can be traced back to the 18th century (the Buffon needle problem), the modern theory of random sets was founded by D. Kendall and G. Matheron in the early 1970's. Its rapid development was influenced by applications in Spatial Statistics and by its close connections to Integral Geometry. The volume "Stochastic Geometry" contains the lectures given at the CIME summer school in Martina Franca in September 1974. The four main lecturers covered the areas of Spatial Statistics, Random Points, Integral Geometry and Random Sets, they are complemented by two additional contributions on Random Mosaics and Crystallization Processes. The book presents an up-to-date description of important parts of Stochastic Geometry.


Book
Stochastic Geometry, Spatial Statistics and Random Fields : Asymptotic Methods
Authors: ---
ISBN: 3642333044 3642333052 Year: 2013 Publisher: Berlin, Heidelberg : Springer Berlin Heidelberg : Imprint: Springer,

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This volume provides a modern introduction to stochastic geometry, random fields and spatial statistics at a (post)graduate level. It is focused on asymptotic methods in geometric probability including weak and strong limit theorems for random spatial structures (point processes, sets, graphs, fields) with applications to statistics. Written as a contributed volume of lecture notes, it will be useful not only for students but also for lecturers and researchers interested in geometric probability and related subjects.

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